{
  "cells": [
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "collapsed": false
      },
      "outputs": [],
      "source": [
        "# %%shell\n",
        "# # Installs the latest dev build of TVM from PyPI. If you wish to build\n",
        "# # from source, see https://tvm.apache.org/docs/install/from_source.html\n",
        "# pip install apache-tvm --pre"
      ]
    },
    {
      "attachments": {},
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "# 编译 ONNX 模型\n",
        "\n",
        "**作者**: [Joshua Z. Zhang](https://zhreshold.github.io/)\n",
        "\n",
        "\n",
        "本文是使用 Relay 部署 ONNX 模型的入门教程。\n",
        "\n",
        "安装一些包："
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "collapsed": false
      },
      "outputs": [],
      "source": [
        "%%bash\n",
        "pip install onnx onnxoptimizer"
      ]
    },
    {
      "attachments": {},
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "或者直接访问 [ONNX 官方网站](https://github.com/onnx/onnx)。"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "collapsed": false
      },
      "outputs": [],
      "source": [
        "import onnx\n",
        "import numpy as np\n",
        "import tvm\n",
        "from tvm import te\n",
        "import tvm.relay as relay\n",
        "from tvm.contrib.download import download_testdata"
      ]
    },
    {
      "attachments": {},
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## 加载预训练 ONNX 模型\n",
        "\n",
        "这里使用超分辨率模型 [super_resolution_with_caffe2](http://pytorch.org/tutorials/advanced/super_resolution_with_caffe2.html)，并下载保存的 onnx 模型：\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "collapsed": false
      },
      "outputs": [],
      "source": [
        "model_url = \"\".join(\n",
        "    [\n",
        "        \"https://gist.github.com/zhreshold/\",\n",
        "        \"bcda4716699ac97ea44f791c24310193/raw/\",\n",
        "        \"93672b029103648953c4e5ad3ac3aadf346a4cdc/\",\n",
        "        \"super_resolution_0.2.onnx\",\n",
        "    ]\n",
        ")\n",
        "model_path = download_testdata(model_url, \"super_resolution.onnx\", module=\"onnx\")\n",
        "# now you have super_resolution.onnx on disk\n",
        "onnx_model = onnx.load(model_path)"
      ]
    },
    {
      "attachments": {},
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## 加载测试图片\n",
        "\n",
        "该模型输入大小为 $224 \\times 224$ 的单个输入图像，并沿每个轴输出比输入大 $3$ 倍的缩放图像，即 $672 \\times 672$ 图像。重新缩放猫图像以适应这个输入形状，然后转换为 `YCbCr`。然后将超分辨率模型应用于亮度 (`Y`) 通道。"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 8,
      "metadata": {
        "collapsed": false
      },
      "outputs": [],
      "source": [
        "from PIL import Image\n",
        "\n",
        "img_url = \"https://github.com/dmlc/mxnet.js/blob/main/data/cat.png?raw=true\"\n",
        "img_path = download_testdata(img_url, \"cat.png\", module=\"data\")\n",
        "img = Image.open(img_path).resize((224, 224))\n",
        "img_ycbcr = img.convert(\"YCbCr\")  # convert to YCbCr\n",
        "img_y, img_cb, img_cr = img_ycbcr.split()\n",
        "x = np.array(img_y)[np.newaxis, np.newaxis, :, :]"
      ]
    },
    {
      "attachments": {},
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## 使用 relay 编译模型\n",
        "\n",
        "通常，ONNX 模型将模型输入值与参数值混合在一起，输入名称为 `1`。此模型依赖于，您应该检查您的模型的文档，以确定完整的输入和参数名称空间。\n",
        "\n",
        "将 `shape` 字典传递给 {func}`~tvm.relay.frontend.from_onnx` 方法，告诉 `relay` 哪些 ONNX 参数是输入，哪些是参数，并提供了输入大小的静态定义。"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "collapsed": false
      },
      "outputs": [],
      "source": [
        "target = \"llvm\"\n",
        "\n",
        "input_name = \"1\"\n",
        "shape_dict = {input_name: x.shape}\n",
        "mod, params = relay.frontend.from_onnx(onnx_model, shape_dict)\n",
        "\n",
        "with tvm.transform.PassContext(opt_level=1):\n",
        "    executor = relay.build_module.create_executor(\n",
        "        \"graph\", mod, tvm.cpu(0), target, params\n",
        "    ).evaluate()"
      ]
    },
    {
      "attachments": {},
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## 在 TVM 上执行\n",
        "\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 10,
      "metadata": {
        "collapsed": false
      },
      "outputs": [],
      "source": [
        "dtype = \"float32\"\n",
        "tvm_output = executor(tvm.nd.array(x.astype(dtype))).numpy()"
      ]
    },
    {
      "attachments": {},
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## 展示结果\n",
        "\n",
        "将输入图像和输出图像放在一起。亮度（luminance）通道 `Y` 是模型的输出。调整色度（chroma）通道 `Cb` 和 `Cr` 的大小，以匹配简单的双三次算法（bicubic algorithm）。然后将图像重新组合并转换回 `RGB`。"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 11,
      "metadata": {
        "collapsed": false
      },
      "outputs": [
        {
          "data": {
            "image/png": 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",
            "text/plain": [
              "<Figure size 640x480 with 1 Axes>"
            ]
          },
          "metadata": {},
          "output_type": "display_data"
        }
      ],
      "source": [
        "from matplotlib import pyplot as plt\n",
        "\n",
        "out_y = Image.fromarray(np.uint8((tvm_output[0, 0]).clip(0, 255)), mode=\"L\")\n",
        "out_cb = img_cb.resize(out_y.size, Image.BICUBIC)\n",
        "out_cr = img_cr.resize(out_y.size, Image.BICUBIC)\n",
        "result = Image.merge(\"YCbCr\", [out_y, out_cb, out_cr]).convert(\"RGB\")\n",
        "canvas = np.full((672, 672 * 2, 3), 255)\n",
        "canvas[0:224, 0:224, :] = np.asarray(img)\n",
        "canvas[:, 672:, :] = np.asarray(result)\n",
        "plt.imshow(canvas.astype(np.uint8))\n",
        "plt.show()"
      ]
    },
    {
      "attachments": {},
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "```{note}\n",
        "默认情况下，ONNX 根据动态形状定义模型。ONNX 导入器在导入时保留这种动态性，而编译器试图在编译时将模型转换为静态形状。如果失败，模型中仍然可能有动态操作。并不是所有的 TVM 内核目前都支持动态形状，如果您在使用动态内核时遇到错误，请在 discuss.tvm.apache.org 上提交 issue。\n",
        "\n",
        "这个特定的模型是使用旧版本的 ONNX 构建的。在导入阶段，ONNX 导入器将运行 ONNX 验证器，这可能会抛出 `Mismatched attribute type` 警告。因为 TVM 支持许多不同的 ONNX 版本，所以 Relay 模型仍然有效。\n",
        "```"
      ]
    }
  ],
  "metadata": {
    "kernelspec": {
      "display_name": "Python 3",
      "language": "python",
      "name": "python3"
    },
    "language_info": {
      "codemirror_mode": {
        "name": "ipython",
        "version": 3
      },
      "file_extension": ".py",
      "mimetype": "text/x-python",
      "name": "python",
      "nbconvert_exporter": "python",
      "pygments_lexer": "ipython3",
      "version": "3.10.11"
    }
  },
  "nbformat": 4,
  "nbformat_minor": 0
}
